Latest Resources in Machine Learning

Machine Learning

Approaching (Almost) Any Machine Learning Problem blog.kaggle.com

Published July 27, 2016 under Machine Learning

PySparNN by Facebook Research github.com

Published July 6, 2016 under Python

Hello, TensorFlow! oreilly.com

Published June 21, 2016 under Machine Learning

Python Machine Learning Book Jupyter github.com

Published June 20, 2016 under Python

Machine learning GitHub showcase github.com

Published June 7, 2016 under Machine Learning

Python Data Science Tutorials github.com

Published June 7, 2016 under Python

Deep Learning with Theano quantstart.com

Published June 7, 2016 under Python

Keras as a simplified interface to TensorFlow blog.keras.io

Published April 29, 2016 under Machine Learning

Dive into scikit-learn oreilly.com

Published April 28, 2016 under Machine Learning

The TensorFlow White Paper download.tensorflow.org

Published April 16, 2016 under Machine Learning

Designing Machine Learning Systems with Python amazon.com

Published April 16, 2016 under Machine Learning

Intro to Machine Learning and NLP with Python and Weka codementor.io

Published April 16, 2016 under Machine Learning

TFLearn: Hhigher-level API for TensorFlow tflearn.org

Published April 4, 2016 under Machine Learning

K-Means Clustering on Handwritten Digits johnloeber.com

Published March 13, 2016 under Machine Learning

Watch Tiny Neural Nets Learn swanintelligence.com

Published March 13, 2016 under Machine Learning

ANN search in large, high-dimensional data sets nearpy.io

Published January 29, 2016 under Machine Learning

Learning How To Code Neural Networks medium.com

Published January 13, 2016 under Machine Learning

Highway Networks with TensorFlow medium.com

Published January 2, 2016 under Machine Learning

Open Source Software Library for Machine Intelligence tensorflow.org

Published November 13, 2015 under Machine Learning

Scalable Machine Learning using Spark and Python youtube.com

Published November 13, 2015 under Machine Learning

A Framework for Distributed Deep Learning Layer Design in Python claymcleod.github.io

Published October 30, 2015 under Machine Learning

Deep Learning Libraries by Language teglor.com

Published October 5, 2015 under Machine Learning

Modern Methods for Sentiment Analysis districtdatalabs.silvrback.com

Published September 17, 2015 under Python

Implementing a Neural Network from Scratch wildml.com

Published September 11, 2015 under Machine Learning

Simple Genetic Algorithm In 15 Lines Of Python outlace.com

Published September 11, 2015 under Machine Learning

deepy: Highly extensible deep learning framework based on Theano github.com

Published August 17, 2015 under Machine Learning

A Neural Network in 13 lines of Python iamtrask.github.io

Published August 4, 2015 under Machine Learning

Hinton Dropout in 3 Lines of Python iamtrask.github.io

Published August 4, 2015 under Machine Learning

Faster deep learning with GPUs and Theano blog.dominodatalab.com

Published August 4, 2015 under Machine Learning

Think Bayes greenteapress.com

Published July 9, 2015 under Python

Introduction to Artificial Neural Networks theprojectspot.com

Published July 9, 2015 under Machine Learning

Baye’s Theorem Illustrated lesswrong.com

Published July 7, 2015 under Machine Learning

Probability Distribution Parameterizations in SciPy johndcook.com

Published July 7, 2015 under Machine Learning

Selecting the Best Model in scikit-learn Using Cross Validation youtube.com

Published July 5, 2015 under Machine Learning

Sentiment Analysis in Python andybromberg.com

Published June 26, 2015 under Python

Building Machine Learning Systems with Python metarabbit.wordpress.com

Published June 26, 2015 under Python

Natural Language Toolkit nltk.org

Published June 26, 2015 under Machine Learning

Bayesian Methods for Hackers github.com

Published June 26, 2015 under Python

Computational Methods in Bayesian Analysis plot.ly

Published June 25, 2015 under Machine Learning

Materials for Learning Machine Learning jacksimpson.co

Published June 9, 2015 under Machine Learning

Intro to Deep Learning with Theano and OpenDeep youtube.com

Published June 9, 2015 under Machine Learning

Elements of Statistical Learning – Data Mining, Inference, and Prediction amazon.com

Published June 8, 2015 under Machine Learning

Introduction to Machine Learning arxiv.org

Published June 2, 2015 under Machine Learning

Python sci-packages to prepare data for Machine Learning sebastianraschka.com

Published June 1, 2015 under Machine Learning

Architecting A Machine Learning System for Risk nerds.airbnb.com

Published June 1, 2015 under Data Science

Python Scientific Lecture Notes scipy-lectures.github.io

Published June 1, 2015 under Python

KCBO – A Bayesian Data Analysis Toolkit in Python blog.henryhhammond.com

Published May 22, 2015 under Data Science

Linear Discriminant Analysis Bit by Bit sebastianraschka.com

Published May 22, 2015 under Data Science

Train an artificial neural network with a constraint solver p-col.org

Published May 21, 2015 under Neural Networks

Predictive modeling, supervised learning, and pattern classification sebastianraschka.com

Published May 21, 2015 under Machine Learning